Erinevus lehekülje "Machine learning ITI8565 (2017)" redaktsioonide vahel

Allikas: Kursused
Mine navigeerimisribale Mine otsikasti
34. rida: 34. rida:
 
=Lecture 1: Introduction and Decision Trees =
 
=Lecture 1: Introduction and Decision Trees =
 
[[Media:Intro_and_DTrees_ML2016_1.pdf ‎|Slides]]
 
[[Media:Intro_and_DTrees_ML2016_1.pdf ‎|Slides]]
[http://ciml.info/dl/v0_8/ciml-v0_8-ch02.pdf Reading]
 
 
==Practice 1==
 
==Practice 1==
 
[[Media:Practice_1_ML2016.zip ‎|Code and data examples]]
 
[[Media:Practice_1_ML2016.zip ‎|Code and data examples]]
 +
 +
=Lecture 2: k- Nearest Neighbors  =
 +
 +
[http://ciml.info/dl/v0_8/ciml-v0_8-ch02.pdf Reading]

Redaktsioon: 11. veebruar 2016, kell 10:11

Previous years: 2015

Spring 2015/2015

ITI8565: Machine learning

Taught by: Sven Nõmm

EAP: 6.0

Time and place: Thursdays

 Lectures: 14:00-15:30  ICT-A1
 Labs: 16:00-17:30  ICT-405
 Consultation: by appointment TBA


Additional information: sven.nomm@ttu.ee

The course is organised by the Department of Comptuer Science. The course is supported by IT Academy.

Evaluation

  • 91 < score -- grade 5 (excellent)
  • 81 < score < 90 -- grade 4 (very good)
  • 71 < score < 80 -- grade 3 (good)
  • 61 < score < 70 -- grade 2 (satisfactory)
  • 51 < score < 60 -- grade 1 (acceptable)

score ≤ 50 -- a student has failed to pass

Lectures

Lecture slides, necessary files, links and other necessary information would appear here before the lecture or practice.

Lecture 1: Introduction and Decision Trees

Slides

Practice 1

Code and data examples

Lecture 2: k- Nearest Neighbors

Reading